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Preference learning. (English) Zbl 1201.68006
Berlin: Springer (ISBN 978-3-642-14124-9/hbk; 978-3-642-14125-6/ebook). ix, 466 p. (2010).

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The articles of this volume will be reviewed individually.
Indexed articles:
Fürnkranz, Johannes; Hüllermeier, Eyke, Preference learning: An introduction, 1-17 [Zbl 1214.68285]
Aiolli, Fabio; Sperduti, Alessandro, A preference optimization based unifying framework for supervised learning problems, 19-42 [Zbl 1214.68270]
Vembu, Shankar; Gärtner, Thomas, Label ranking algorithms: a survey, 45-64 [Zbl 1214.68301]
Fürnkranz, Johannes; Hüllermeier, Eyke, Preference learning and ranking by pairwise comparison, 65-82 [Zbl 1214.68286]
Yu, Philip L. H.; Wan, Wai Ming; Lee, Paul H., Decision tree modeling for ranking data, 83-106 [Zbl 1214.68310]
Tsivtsivadze, Evgeni; Pahikkala, Tapio; Boberg, Jorma; Salakoski, Tapio; Heskes, Tom, Co-regularized least-squares for label ranking, 107-123 [Zbl 1214.68300]
Waegeman, Willem; De Baets, Bernard, A survey on ROC-based ordinal regression, 127-154 [Zbl 1214.68303]
Zhang, Jianping; Bala, Jerzy W.; Hadjarian, Ali; Han, Brent, Ranking cases with classification rules, 155-177 [Zbl 1214.68311]
Kamishima, Toshihiro; Kazawa, Hideto; Akaho, Shotaro, A survey and empirical comparison of object ranking methods, 181-201 [Zbl 1213.68495]
Kamishima, Toshihiro; Akaho, Shotaro, Dimension reduction for object ranking, 203-215 [Zbl 1213.68494]
Dembczyński, Krzysztof; Kotłowski, Wojciech; Słowiński, Roman; Szeląg, Marcin, Learning of rule ensembles for multiple attribute ranking problems, 217-247 [Zbl 1214.68279]
Yaman, Fusun; Walsh, Thomas J.; Littman, Michael L.; Desjardins, Marie, Learning lexicographic preference models, 251-272 [Zbl 1214.68307]
Chevaleyre, Yann; Koriche, Frédéric; Lang, Jérôme; Mengin, Jérôme; Zanuttini, Bruno, Learning ordinal preferences on multiattribute domains: the case of CP-nets, 273-296 [Zbl 1214.68277]
Giesen, Joachim; Mueller, Klaus; Taneva, Bilyana; Zolliker, Peter, Choice-based conjoint analysis: classification vs. discrete choice models, 297-315 [Zbl 1214.68287]
Torra, Vicenç, Learning aggregation operators for preference modeling, 317-333 [Zbl 1213.68509]
Radlinski, Filip; Kurup, Madhu; Joachims, Thorsten, Evaluating search engine relevance with click-based metrics, 337-361 [Zbl 1215.68201]
De Gemmis, Marco; Iaquinta, Leo; Lops, Pasquale; Musto, Cataldo; Narducci, Fedelucio, Learning preference models in recommender systems, 387-407 [Zbl 1214.68278]
Karatzoglou, Alexandros; Weimer, Markus, Collaborative preference learning, 409-427 [Zbl 1214.68289]
Bellogín, Alejandro; Cantador, Iván; Castells, Pablo; Ortigosa, Álvaro, Discerning relevant model features in a content-based collaborative recommender system, 429-455 [Zbl 1214.68390]

68-06 Proceedings, conferences, collections, etc. pertaining to computer science
68P20 Information storage and retrieval of data
68T05 Learning and adaptive systems in artificial intelligence
00B15 Collections of articles of miscellaneous specific interest
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